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New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal
The most commonly used method of fetal monitoring is based on heart activity analysis. Computer-aided fetal monitoring system enables extraction of clinically important information hidden for visual interpretation—the instantaneous fetal heart rate (FHR) variability. Today’s fetal monitors are based...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435740/ https://www.ncbi.nlm.nih.gov/pubmed/32707863 http://dx.doi.org/10.3390/s20154079 |
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author | Kupka, Tomasz Matonia, Adam Jezewski, Michal Jezewski, Janusz Horoba, Krzysztof Wrobel, Janusz Czabanski, Robert Martinek, Radek |
author_facet | Kupka, Tomasz Matonia, Adam Jezewski, Michal Jezewski, Janusz Horoba, Krzysztof Wrobel, Janusz Czabanski, Robert Martinek, Radek |
author_sort | Kupka, Tomasz |
collection | PubMed |
description | The most commonly used method of fetal monitoring is based on heart activity analysis. Computer-aided fetal monitoring system enables extraction of clinically important information hidden for visual interpretation—the instantaneous fetal heart rate (FHR) variability. Today’s fetal monitors are based on monitoring of mechanical activity of the fetal heart by means of Doppler ultrasound technique. The FHR is determined using autocorrelation methods, and thus it has a form of evenly spaced—every 250 ms—instantaneous measurements, where some of which are incorrect or duplicate. The parameters describing a beat-to-beat FHR variability calculated from such a signal show significant errors. The aim of our research was to develop new analysis methods that will both improve an accuracy of the FHR determination and provide FHR representation as time series of events. The study was carried out on simultaneously recorded (during labor) Doppler ultrasound signal and the reference direct fetal electrocardiogram Two subranges of Doppler bandwidths were separated to describe heart wall movements and valve motions. After reduction of signal complexity by determining the Doppler ultrasound envelope, the signal was analyzed to determine the FHR. The autocorrelation method supported by a trapezoidal prediction function was used. In the final stage, two different methods were developed to provide signal representation as time series of events: the first using correction of duplicate measurements and the second based on segmentation of instantaneous periodicity measurements. Thus, it ensured the mean heart interval measurement error of only 1.35 ms. In a case of beat-to-beat variability assessment the errors ranged from −1.9% to −10.1%. Comparing the obtained values to other published results clearly confirms that the new methods provides a higher accuracy of an interval measurement and a better reliability of the FHR variability estimation. |
format | Online Article Text |
id | pubmed-7435740 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-74357402020-08-25 New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal Kupka, Tomasz Matonia, Adam Jezewski, Michal Jezewski, Janusz Horoba, Krzysztof Wrobel, Janusz Czabanski, Robert Martinek, Radek Sensors (Basel) Article The most commonly used method of fetal monitoring is based on heart activity analysis. Computer-aided fetal monitoring system enables extraction of clinically important information hidden for visual interpretation—the instantaneous fetal heart rate (FHR) variability. Today’s fetal monitors are based on monitoring of mechanical activity of the fetal heart by means of Doppler ultrasound technique. The FHR is determined using autocorrelation methods, and thus it has a form of evenly spaced—every 250 ms—instantaneous measurements, where some of which are incorrect or duplicate. The parameters describing a beat-to-beat FHR variability calculated from such a signal show significant errors. The aim of our research was to develop new analysis methods that will both improve an accuracy of the FHR determination and provide FHR representation as time series of events. The study was carried out on simultaneously recorded (during labor) Doppler ultrasound signal and the reference direct fetal electrocardiogram Two subranges of Doppler bandwidths were separated to describe heart wall movements and valve motions. After reduction of signal complexity by determining the Doppler ultrasound envelope, the signal was analyzed to determine the FHR. The autocorrelation method supported by a trapezoidal prediction function was used. In the final stage, two different methods were developed to provide signal representation as time series of events: the first using correction of duplicate measurements and the second based on segmentation of instantaneous periodicity measurements. Thus, it ensured the mean heart interval measurement error of only 1.35 ms. In a case of beat-to-beat variability assessment the errors ranged from −1.9% to −10.1%. Comparing the obtained values to other published results clearly confirms that the new methods provides a higher accuracy of an interval measurement and a better reliability of the FHR variability estimation. MDPI 2020-07-22 /pmc/articles/PMC7435740/ /pubmed/32707863 http://dx.doi.org/10.3390/s20154079 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Kupka, Tomasz Matonia, Adam Jezewski, Michal Jezewski, Janusz Horoba, Krzysztof Wrobel, Janusz Czabanski, Robert Martinek, Radek New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal |
title | New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal |
title_full | New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal |
title_fullStr | New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal |
title_full_unstemmed | New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal |
title_short | New Method for Beat-to-Beat Fetal Heart Rate Measurement Using Doppler Ultrasound Signal |
title_sort | new method for beat-to-beat fetal heart rate measurement using doppler ultrasound signal |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7435740/ https://www.ncbi.nlm.nih.gov/pubmed/32707863 http://dx.doi.org/10.3390/s20154079 |
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